In vehicular networks, securing the network relies on analyzing extensive vehicle perception data to create an accurate road information model. Effective data sharing is crucial for this objective.

With the rapid growth of IoT technology and the rise of smart devices, edge computing, particularly federated learning (FL), has gained importance for preserving user data privacy. However, FL faces ...